188 results on '"Miles A. Miller"'
Search Results
2. p53 dynamics vary between tissues and are linked with radiation sensitivity
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Jacob Stewart-Ornstein, Yoshiko Iwamoto, Miles A. Miller, Mark A. Prytyskach, Stephane Ferretti, Philipp Holzer, Joerg Kallen, Pascal Furet, Ashwini Jambhekar, William C. Forrester, Ralph Weissleder, and Galit Lahav
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Science - Abstract
p53 mediates the response to irradiation, however, tissues with similar levels of p53 have different radiation sensitivities. Here, the authors show that the in vivo p53 dynamics varies in these tissues after radiation, and the use of Mdm2 inhibitor to sustain p53 activity enhances radiosensitivity.
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- 2021
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3. In vivo microscopy reveals macrophage polarization locally promotes coherent microtubule dynamics in migrating cancer cells
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Gaurav Luthria, Ran Li, Stephanie Wang, Mark Prytyskach, Rainer H. Kohler, Douglas A. Lauffenburger, Timothy J. Mitchison, Ralph Weissleder, and Miles A. Miller
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Science - Abstract
The regulation of microtubule (MT) dynamics in cancer cells within the tumor microenvironment is less understood. Here, the authors develop an imaging platform to examine MT dynamics in live xenograft models and show that pro-tumor macrophages modulate MT coherence and alignment to promote cancer cell migration.
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- 2020
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4. Cell shape, and not 2D migration, predicts extracellular matrix-driven 3D cell invasion in breast cancer
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Janani P. Baskaran, Anna Weldy, Justinne Guarin, Gabrielle Munoz, Polina H. Shpilker, Michael Kotlik, Nandita Subbiah, Andrew Wishart, Yifan Peng, Miles A. Miller, Lenore Cowen, and Madeleine J. Oudin
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Biotechnology ,TP248.13-248.65 ,Medical technology ,R855-855.5 - Abstract
Metastasis, the leading cause of death in cancer patients, requires the invasion of tumor cells through the stroma in response to migratory cues, in part provided by the extracellular matrix (ECM). Recent advances in proteomics have led to the identification of hundreds of ECM proteins, which are more abundant in tumors relative to healthy tissue. Our goal was to develop a pipeline to easily predict which ECM proteins are more likely to have an effect on cancer invasion and metastasis. We evaluated the effect of four ECM proteins upregulated in breast tumor tissue in multiple human breast cancer cell lines in three assays. There was no linear relationship between cell adhesion to ECM proteins and ECM-driven 2D cell migration speed, persistence, or 3D invasion. We then used classifiers and partial-least squares regression analysis to identify which metrics best predicted ECM-driven 2D migration and 3D invasion responses. We find that ECM-driven 2D cell migration speed or persistence did not predict 3D invasion in response to the same cue. However, cell adhesion, and in particular cell elongation and shape irregularity, accurately predicted the magnitude of ECM-driven 2D migration and 3D invasion. Our models successfully predicted the effect of novel ECM proteins in a cell-line specific manner. Overall, our studies identify the cell morphological features that determine 3D invasion responses to individual ECM proteins. This platform will help provide insight into the functional role of ECM proteins abundant in tumor tissue and help prioritize strategies for targeting tumor-ECM interactions to treat metastasis.
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- 2020
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5. Profiling of metalloprotease activities in cerebrospinal fluids of patients with neoplastic meningitis
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Catharina Conrad, Kristina Dorzweiler, Miles A. Miller, Douglas A. Lauffenburger, Herwig Strik, and Jörg W. Bartsch
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Neoplastic meningitis ,Metalloproteases ,CSF ,Real-time protease activities ,FRET-substrates ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Neoplastic invasion into leptomeninges and subarachnoid space, resulting in neoplastic meningitis (NM) is a fatal complication of advanced solid and hematological neoplasms. Identification of malignant involvement of the cerebrospinal fluid (CSF) early in the disease course has crucial prognostic and therapeutic implications, but remains challenging. As indicators of extracellular matrix (ECM) degradation and breakdown of the blood–brain-barrier, Matrix Metalloproteases (MMPs) and A Disintegrin and Metalloproteases (ADAMs) are potential analytes for cerebral pathophysiology and metastatic dissemination of tumor cells into the CSF. Methods We compared protease activities in CSF samples from patients with NM and control individuals using FRET-based metalloprotease substrates with distinct enzyme selectivity profiles in a real-time, multiplex approach termed “proteolytic activity matrix assay” (PrAMA). Protease activity dynamics can be tracked by fluorescence changes over time. By simultaneously monitoring a panel of 5 FRET-substrate cleavages, a proteolytic signature can be identified and analyzed to infer the activities of multiple specific proteases. Distinct patterns of substrate cleavage comparing disease vs. control samples allow rapid, reproducible and sensitive discrimination even in small volumes of CSF. Results Individual substrate cleavage rates were linked to distinct proteases, and PrAMA computational inference implied increased activities of MMP-9, ADAM8 and ADAM17 (4–5-fold on average) in CSF samples from NM patients that were inhibitable by the metalloprotease inhibitor batimastat (BB-94). The activities of these proteases correlated with blood–brain barrier impairment. Notably, CSF cell counts were not found to directly reflect the protease activities observed in CSF samples from NM patients; this may explain the frequent clinical observation of negative cytology in NM patients. Conclusion PrAMA analysis of CSF samples is a potential diagnostic method for sensitive detection of NM and may be suitable for the clinical routine.
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- 2017
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6. Nano-palladium is a cellular catalyst for in vivo chemistry
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Miles A. Miller, Bjorn Askevold, Hannes Mikula, Rainer H. Kohler, David Pirovich, and Ralph Weissleder
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Science - Abstract
Palladium (Pd) is a well-known catalyst in organic chemistry but its use in nanomedicine is limited. Here, the authors design a Pd nanoparticle that triggers the activation of an antitumour prodrugin vivo, which shows efficacy and improves toxicity compared to traditional solvent- and nanoparticle-drug formulations.
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- 2017
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7. Heterogeneity of macrophage infiltration and therapeutic response in lung carcinoma revealed by 3D organ imaging
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Michael F. Cuccarese, J. Matthew Dubach, Christina Pfirschke, Camilla Engblom, Christopher Garris, Miles A. Miller, Mikael J. Pittet, and Ralph Weissleder
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Science - Abstract
Tumour-associated macrophages (TAM) can be used as prognostic indicators in cancer. Here, the authors establish a platform for high-throughput 3D microscopy in murine lung carcinoma that allows to visualize TAMs infiltration throughout the entire lung, response to CSF-1R blockade and nanoparticle drug delivery.
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- 2017
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8. Radiation Cleaved Drug-Conjugate Linkers Enable Local Payload Release
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Jeremy M. Quintana, David Arboleda, Huiyu Hu, Ella Scott, Gaurav Luthria, Sara Pai, Sareh Parangi, Ralph Weissleder, and Miles A. Miller
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Pharmacology ,Immunoconjugates ,Pharmaceutical Preparations ,Doxorubicin ,Albumins ,Cell Line, Tumor ,Organic Chemistry ,Biomedical Engineering ,Pharmaceutical Science ,Antineoplastic Agents ,Bioengineering ,Biotechnology - Abstract
Conjugation of therapeutic payloads to biologics including antibodies and albumin can enhance the selectively of drug delivery to solid tumors. However, achieving activity in tumors while avoiding healthy tissues remains a challenge, and payload activity in off-target tissues can cause toxicity for many such drug-conjugates. Here, we address this issue by presenting a drug-conjugate linker strategy that releases an active therapeutic payload upon exposure to ionizing radiation. Localized X-ray irradiation at clinically relevant doses (8 Gy) yields 50% drug (doxorubicin or monomethyl auristatin E, MMAE) release under hypoxic conditions that are traditionally associated with radiotherapy resistance. As proof-of-principle, we apply the approach to antibody- and albumin-drug conjugates and achieve2000-fold enhanced MMAE cytotoxicity upon irradiation. Overall, this work establishes ionizing radiation as a strategy for spatially localized cancer drug delivery.
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- 2022
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9. Figure S4 from MENA Confers Resistance to Paclitaxel in Triple-Negative Breast Cancer
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Frank B. Gertler, Douglas A. Lauffenburger, Oliver Jonas, Sangyoon Han, Miles A. Miller, Tatsiana Kosciuk, Claudia Schäfer, Lucie Barbier, and Madeleine J. Oudin
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MENA isoform-driven taxane resistance affects progression through the cell cycle
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- 2023
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10. Supplementary figure legends from MENA Confers Resistance to Paclitaxel in Triple-Negative Breast Cancer
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Frank B. Gertler, Douglas A. Lauffenburger, Oliver Jonas, Sangyoon Han, Miles A. Miller, Tatsiana Kosciuk, Claudia Schäfer, Lucie Barbier, and Madeleine J. Oudin
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Figure legends for supplementary figures
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- 2023
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11. Supplementary Figure S2 from Reduced Proteolytic Shedding of Receptor Tyrosine Kinases Is a Post-Translational Mechanism of Kinase Inhibitor Resistance
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Douglas A. Lauffenburger, Frank B. Gertler, Keith T. Flaherty, Ralph Weissleder, Hakho Lee, Linda G. Griffith, Jenny Tadros, Dennie T. Frederick, Hyungsoon Im, Aaron S. Meyer, Stephanie J. Wang, Ryan J. Sullivan, Madeleine J. Oudin, and Miles A. Miller
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Supplementary Figure S2. Correlation between plasma RTK changes with MAPKi, PFS, and initial tumor shrinkage (using RECIST) in melanoma patients.
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- 2023
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12. Supplementary Methods, Figure Legends from Reduced Proteolytic Shedding of Receptor Tyrosine Kinases Is a Post-Translational Mechanism of Kinase Inhibitor Resistance
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Douglas A. Lauffenburger, Frank B. Gertler, Keith T. Flaherty, Ralph Weissleder, Hakho Lee, Linda G. Griffith, Jenny Tadros, Dennie T. Frederick, Hyungsoon Im, Aaron S. Meyer, Stephanie J. Wang, Ryan J. Sullivan, Madeleine J. Oudin, and Miles A. Miller
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Supplementary Methods, Figure Legends
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- 2023
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13. Therapeutically reprogrammed nutrient signalling enhances nanoparticulate albumin bound drug uptake and efficacy in KRAS-mutant cancer
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Nabeel Bardeesy, Thomas Ng, Christopher B. Rodell, Rainer H. Kohler, Stephanie J. Wang, Michelle A. Garlin, Mark Prytyskach, Sareh Parangi, Miles A. Miller, Hannes Mikula, Daniela M. Dinulescu, Ralph Weissleder, Ran Li, and Douglas A. Lauffenburger
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MAPK/ERK pathway ,Biodistribution ,Paclitaxel ,MAP Kinase Signaling System ,Biomedical Engineering ,Mice, Transgenic ,Serum Albumin, Human ,Bioengineering ,02 engineering and technology ,010402 general chemistry ,01 natural sciences ,Article ,Proto-Oncogene Proteins p21(ras) ,Mice ,Cell Line, Tumor ,Tumor Microenvironment ,Animals ,Humans ,Distribution (pharmacology) ,General Materials Science ,Electrical and Electronic Engineering ,Insulin-like growth factor 1 receptor ,Kinase ,Chemistry ,Albumin ,AMPK ,Neoplasms, Experimental ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,Atomic and Molecular Physics, and Optics ,0104 chemical sciences ,Glucose ,RAW 264.7 Cells ,Mutation ,Cancer cell ,Cancer research ,Nanoparticles ,Pinocytosis ,0210 nano-technology - Abstract
Nanoparticulate albumin bound paclitaxel (nab-paclitaxel, nab-PTX) is among the most widely prescribed nanomedicines in clinical use, yet it remains unclear how nanoformulation affects nab-PTX behaviour in the tumour microenvironment. Here, we quantified the biodistribution of the albumin carrier and its chemotherapeutic payload in optically cleared tumours of genetically engineered mouse models, and compared the behaviour of nab-PTX with other clinically relevant nanoparticles. We found that nab-PTX uptake is profoundly and distinctly affected by cancer-cell autonomous RAS signalling, and RAS/RAF/MEK/ERK inhibition blocked its selective delivery and efficacy. In contrast, a targeted screen revealed that IGF1R kinase inhibitors enhance uptake and efficacy of nab-PTX by mimicking glucose deprivation and promoting macropinocytosis via AMPK, a nutrient sensor in cells. This study thus shows how nanoparticulate albumin bound drug efficacy can be therapeutically improved by reprogramming nutrient signalling and enhancing macropinocytosis in cancer cells. Nanoparticle albumin bound paclitaxel (nab-PTX) is widely used in the clinic to treat different cancers, but the effect of albumin on the distribution of the drug in tumours is not clear. Here the authors show that the accumulation of nab-PTX in tumours is affected by signalling molecules involved in nutrient uptake and processing, which could be reprogrammed to increase the drug’s efficacy.
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- 2021
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14. Vasculopathy and Increased Vascular Congestion in Fatal COVID-19 and Acute Respiratory Distress Syndrome
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Julian A. Villalba, Caroline F. Hilburn, Michelle A. Garlin, Grant A. Elliott, Yijia Li, Keiko Kunitoki, Sergio Poli, George A. Alba, Emilio Madrigal, Manuel Taso, Melissa C. Price, Alexis J. Aviles, Milagros Araujo-Medina, Liana Bonanno, Baris Boyraz, Samantha N. Champion, Cynthia K. Harris, Timothy L. Helland, Bailey Hutchison, Soma Jobbagy, Michael S. Marshall, Daniel J. Shepherd, Jaimie L. Barth, Yin P. Hung, Amy Ly, Lida P. Hariri, Sarah E. Turbett, Virginia M. Pierce, John A. Branda, Eric S. Rosenberg, Javier Mendez-Pena, Ivan Chebib, Ivy A. Rosales, Rex N. Smith, Miles A. Miller, Ivan O. Rosas, Charles C. Hardin, Lindsey R. Baden, Benjamin D. Medoff, Robert B. Colvin, Brent P. Little, James R. Stone, Mari Mino-Kenudson, and Angela R. Shih
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Pulmonary and Respiratory Medicine ,Pulmonary Alveoli ,Respiratory Distress Syndrome ,COVID-19 ,Humans ,Pneumonia ,Vascular Diseases ,Critical Care and Intensive Care Medicine ,Lung - Published
- 2022
15. Polymeric microneedle-based platform enables simultaneous delivery of cancer immunomodulatory drugs and detection of biomarkers in the skin
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Pere Dosta, Núria Puigmal, Alexander M. Cryer, Alma Lorena Rodríguez, Ella Scott, Ralph Weissleder, Miles A. Miller, and Natalie Artzi
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Background Intratumorally injected immune-modulating therapies have advanced to clinical trials over the last few years. Despite some reports on efficacy of different approaches, there remains a need for improved delivery strategies and non-invasive monitoring of anti-tumor effects. Methods This work reports a microneedle (MN) platform capable of simultaneous delivery of immune activators and collection of sample fluids to monitor therapeutic responses. While either approach has shown promise, the combination of the two into one theranostic platform has been previously untested. MNs were synthesized out of hyaluronic acid (HA) and loaded with a model immunomodulatory drug, CpG nanoparticles (TLR9 agonist), for cancer therapy. The therapeutic response was monitored by temporal analysis of entrapped immune cells in the MNs following their retrieval and digestion. Results Transdermal delivery of CpG-NPs induced anti-tumor immune responses in multiple syngeneic mouse cancer models. CpG-loaded MN stimulated innate immune cells and reduced tumor growth. Intravital microscopy showed spatiotemporal co-localization and sustained deposition of CpG-NPs delivered with MN in tumors. Analysis of sampled cells within the MNs revealed similar immune signature to that seen in the bulk tumor homogenate. In addition, immune surveillance using MNs showed an increase in the infiltrates of effector T cells after treatment. Conclusions We validated the theranostic potential of our hydrogel-based MNs in dually supporting transdermal drug delivery and temporal monitoring of tumor immune composition in a minimally invasive manner. This platform has the potential to deliver a range of combination therapies while detecting biomarkers.
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- 2022
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16. Macrophage imaging and subset analysis using single-cell RNA sequencing
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Ran Li, Sean P. Arlauckas, Nuri Oh, Miles A. Miller, and Ralph Weissleder
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Subset Analysis ,medicine.drug_class ,Sequence Analysis, RNA ,Macrophages ,Cell ,Biomedical Engineering ,Medicine (miscellaneous) ,RNA ,Computational biology ,Biology ,Monoclonal antibody ,Imaging agent ,medicine.anatomical_structure ,T cell subset ,medicine ,Macrophage ,Humans ,Single-Cell Analysis ,Pharmacology, Toxicology and Pharmaceutics (miscellaneous) ,Biotechnology ,Companion diagnostic ,Research Paper - Abstract
Macrophages have been associated with drug response and resistance in diverse settings, thus raising the possibility of using macrophage imaging as a companion diagnostic to inform personalized patient treatment strategies. Nanoparticle-based contrast agents are especially promising because they efficiently deliver fluorescent, magnetic, and/or radionuclide labels by leveraging the intrinsic capacity of macrophages to accumulate nanomaterials in their role as professional phagocytes. Unfortunately, current clinical imaging modalities are limited in their ability to quantify broad molecular programs that may explain (a) which particular cell subsets a given imaging agent is actually labeling, and (b) what mechanistic role those cells play in promoting drug response or resistance. Highly multiplexed single-cell approaches including single-cell RNA sequencing (scRNAseq) have emerged as resources to help answer these questions. In this review, we query recently published scRNAseq datasets to support companion macrophage imaging, with particular focus on using dextran-based nanoparticles to predict the action of anti-cancer nanotherapies and monoclonal antibodies.
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- 2021
17. Detecting Immune Response to Therapies Targeting PDL1 and BRAF by Using Ferumoxytol MRI and Macrin in Anaplastic Thyroid Cancer
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Ran Li, Yoshiko Iwamoto, Miles A. Miller, Sareh Parangi, Viswanath Gunda, Thomas Ng, Rainer H. Kohler, Mark Prytyskach, and Ralph Weissleder
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Proto-Oncogene Proteins B-raf ,Antineoplastic Agents ,Antibodies, Monoclonal, Humanized ,Thyroid Carcinoma, Anaplastic ,B7-H1 Antigen ,030218 nuclear medicine & medical imaging ,Thyroid carcinoma ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,Cell Line, Tumor ,Tumor-Associated Macrophages ,medicine ,Animals ,Radiology, Nuclear Medicine and imaging ,Anaplastic thyroid cancer ,Protein kinase A ,biology ,business.industry ,Immunity ,medicine.disease ,Magnetic Resonance Imaging ,Ferrosoferric Oxide ,Immune checkpoint ,Ferumoxytol ,Disease Models, Animal ,Reviews and Commentary ,030220 oncology & carcinogenesis ,Monoclonal ,Cancer research ,biology.protein ,Nanoparticles ,Female ,Antibody ,business - Abstract
Background Anaplastic thyroid cancer (ATC) is aggressive with a poor prognosis, partly because of the immunosuppressive microenvironment created by tumor-associated macrophages (TAMs). Purpose To understand the relationship between TAM infiltration, tumor vascularization, and corresponding drug delivery by using ferumoxytol-enhanced MRI and macrin in an ATC mouse model. Materials and Methods ATC tumors were generated in 6-8-week-old female B6129SF1/J mice through intrathyroid injection to model orthotopic tumors, or intravenously to model hematogenous metastasis, and prospectively enrolled randomly into treatment cohorts (
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- 2021
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18. Overcoming differential tumor penetration of BRAF inhibitors using computationally guided combination therapy
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Thomas S. C. Ng, Huiyu Hu, Stefan Kronister, Chanseo Lee, Ran Li, Luca Gerosa, Sylwia A. Stopka, Danielle M. Burgenske, Ishaan Khurana, Michael S. Regan, Sreeram Vallabhaneni, Niharika Putta, Ella Scott, Dylan Matvey, Anita Giobbie-Hurder, Rainer H. Kohler, Jann N. Sarkaria, Sareh Parangi, Peter K. Sorger, Nathalie Y. R. Agar, Heather A. Jacene, Ryan J. Sullivan, Elizabeth Buchbinder, Hannes Mikula, Ralph Weissleder, and Miles A. Miller
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Multidisciplinary - Abstract
BRAF-targeted kinase inhibitors (KIs) are used to treat malignancies including BRAF-mutant non–small cell lung cancer, colorectal cancer, anaplastic thyroid cancer, and, most prominently, melanoma. However, KI selection criteria in patients remain unclear, as are pharmacokinetic/pharmacodynamic (PK/PD) mechanisms that may limit context-dependent efficacy and differentiate related drugs. To address this issue, we imaged mouse models of BRAF-mutant cancers, fluorescent KI tracers, and unlabeled drug to calibrate in silico spatial PK/PD models. Results indicated that drug lipophilicity, plasma clearance, faster target dissociation, and, in particular, high albumin binding could limit dabrafenib action in visceral metastases compared to other KIs. This correlated with retrospective clinical observations. Computational modeling identified a timed strategy for combining dabrafenib and encorafenib to better sustain BRAF inhibition, which showed enhanced efficacy in mice. This study thus offers principles of spatial drug action that may help guide drug development, KI selection, and combination.
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- 2022
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19. Polymeric microneedles enable simultaneous delivery of cancer immunomodulatory drugs and detection of skin biomarkers
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Pere Dosta, Núria Puigmal, Alexander M. Cryer, Alma L. Rodríguez, Ella Scott, Ralph Weissleder, Miles A. Miller, and Natalie Artzi
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Mice ,Immunomodulating Agents ,Drug Delivery Systems ,Polymers ,Neoplasms ,Tumor Microenvironment ,Medicine (miscellaneous) ,Animals ,Administration, Cutaneous ,Pharmacology, Toxicology and Pharmaceutics (miscellaneous) ,Skin - Published
- 2022
20. Transgenic Animals in Atherosclerosis Research
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Miles W. Miller and Edward M. Rubin
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- 2022
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21. ADAM8-Dependent Extracellular Signaling in the Tumor Microenvironment Involves Regulated Release of Lipocalin 2 and MMP-9
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Lena Cook, Marie Sengelmann, Birte Winkler, Constanze Nagl, Sarah Koch, Uwe Schlomann, Emily P. Slater, Miles A. Miller, Elke Pogge von Strandmann, Bastian Dörsam, Christian Preußer, and Jörg W. Bartsch
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tumor microenvironment ,extracellular vesicles ,ADAM8 ,lipocalin 2 ,MMP-9 ,regulation ,PDAC ,THP-1 Cells ,Macrophages ,Organic Chemistry ,Medizin ,Membrane Proteins ,General Medicine ,Catalysis ,Computer Science Applications ,Inorganic Chemistry ,Pancreatic Neoplasms ,ADAM Proteins ,Extracellular Vesicles ,Medical sciences Medicine ,Lipocalin-2 ,Matrix Metalloproteinase 9 ,Cell Movement ,Cell Line, Tumor ,Tumor Microenvironment ,Humans ,ddc:610 ,Physical and Theoretical Chemistry ,Molecular Biology ,Spectroscopy ,Signal Transduction - Abstract
The metalloprotease-disintegrin ADAM8 is critically involved in the progression of pancreatic cancer. Under malignant conditions, ADAM8 is highly expressed and could play an important role in cell–cell communication as expression has been observed in tumor and immune cells of the tumor microenvironment (TME) such as macrophages. To analyze the potential role of ADAM8 in the TME, ADAM8 knockout PDAC tumor cells were generated, and their release of extracellular vesicles (EVs) was analyzed. In EVs, ADAM8 is present as an active protease and associated with lipocalin 2 (LCN2) and matrix metalloprotease 9 (MMP-9) in an ADAM8-dependent manner, as ADAM8 KO cells show a lower abundance of LCN2 and MMP-9. Sorting of ADAM8 occurs independent of TSG101, even though ADAM8 contains the recognition motif PTAP for the ESCRTI protein TSG101 within the cytoplasmic domain (CD). When tumor cells were co-cultured with macrophages (THP-1 cells), expression of LCN2 and MMP-9 in ADAM8 KO cells was induced, suggesting that macrophage signaling can overcome ADAM8-dependent intracellular signaling in PDAC cells. In co-culture with macrophages, regulation of MMP-9 is independent of the M1/M2 polarization state, whereas LCN2 expression is preferentially affected by M1-like macrophages. From these data, we conclude that ADAM8 has a systemic effect in the tumor microenvironment, and its expression in distinct cell types has to be considered for ADAM8 targeting in tumors.
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- 2022
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22. Abstract 3067: Constitutive macropinocytosis in BRAFV600E thyroid cancer promotes response to a serum-albumin conjugate of monomethyl auristatin E
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Huiyu Hu, Thomas S. Ng, Mikyung Kang, Ella Scott, Ran Li, Jeremy M. Quintana, Dylan Matvey, Venkata R. Vantaku, Ralph Weissleder, Sareh Parangi, and Miles A. Miller
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Cancer Research ,Oncology - Abstract
Background: The non-specific uptake of extracellular materials through macropinocytosis can fuel tumor growth and survival, and is especially studied in cancer-types that frequently harbor RAS or PTEN mutations. However, relatively little data describe macropinocytosis in follicular, papillary, and anaplastic thyroid cancers (FTC, PTC, and ATC, respectively) despite the abundance of prominent MAPK and PI3K pathway mutations in these malignancies. We hypothesized that thyroid cancers exhibit elevated macropinocytosis and efficiently accumulate chemotherapy covalently conjugated to serum albumin, a common macropinocytosis substrate. Methods: We assessed the impact of ectopic BRAFV600E expression or targeted kinase inhibition on macropinocytosis in vitro across a panel of thyroid cancer cell lines with varied BRAF mutation status. Cellular uptake of dextran and serum albumin was quantified across ≥ 246 individual cells using fluorescence microscopy in triplicate experiments. The in vivo uptake of serum albumin by both ATC cells and tumor infiltrating immune cells, including tumor-associated macrophages, was assessed across n = 4 replicates of an immunocompetent orthotopic model of BrafV600E p53-/- ATC in B6129SF1/J mice. The same mouse model was used to measure the effects of an albumin-drug conjugate based on the microtubule-destabilizing monomethyl auristatin E (MMAE) linked to serum albumin via a cathepsin-cleavable peptide (Alb-vc-MMAE) on tumor volume using n ≥ 10 tumors per group. Groups were compared by two-tailed Wilcoxon rank-sum tests. Results: FTC and ATC cells exhibited greater macropinocytosis than PTC and immortalized follicular thyroid cells. Fluorescence microscopy of thyroid cancer cells revealed punctate subcellular co-localization between dextran and serum albumin. Treatment with the Na+/H+ exchanger (NHE) inhibitor 5-(N-ethyl-N-isopropyl)amiloride (EIPA) reduced cellular uptake by roughly 50%, consistent with macropinocytosis (P < 0.01). Ectopic BRAFV600E enhanced macropinocytosis by 2-fold, while BRAF and MEK kinase inhibition decreased uptake by 50% (P < 0.01). In vivo, ATC tumors accumulated serum albumin at 8.5%ID/g (% injected dose per gram tissue). The albumin-drug-conjugate Alb-vc-MMAE, but not MMAE alone, blocked more than 90% of ATC tumor growth (P < 0.01). Conclusions: ATC exhibits high constitutive macropinocytosis driven by elevated oncogenic signaling, including via MAPK/ERK activity stimulated by BRAFV600E mutation. Macropinocytosis in ATC, therefore, may be a target for manipulating tumor metabolism and has implications for the delivery of some albumin-bound and other drugs that are affected by macropinocytic cell uptake. Citation Format: Huiyu Hu, Thomas S. Ng, Mikyung Kang, Ella Scott, Ran Li, Jeremy M. Quintana, Dylan Matvey, Venkata R. Vantaku, Ralph Weissleder, Sareh Parangi, Miles A. Miller. Constitutive macropinocytosis in BRAFV600E thyroid cancer promotes response to a serum-albumin conjugate of monomethyl auristatin E [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 3067.
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- 2023
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23. New and Emerging Research on Solute Carrier and ATP Binding Cassette Transporters in Drug Discovery and Development: Outlook From the International Transporter Consortium
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Kathleen M. Giacomini, Sook W. Yee, Megan L. Koleske, Ling Zou, Pär Matsson, Eugene C. Chen, Deanna L. Kroetz, Miles A. Miller, Elnaz Gozalpour, and Xiaoyan Chu
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Pharmacology ,Proteomics ,1.1 Normal biological development and functioning ,Membrane Transport Proteins ,Pharmacology and Pharmaceutical Sciences ,Underpinning research ,5.1 Pharmaceuticals ,Drug Discovery ,Genetics ,Humans ,Pharmacology (medical) ,ATP-Binding Cassette Transporters ,Patient Safety ,Generic health relevance ,Pharmacology & Pharmacy ,Development of treatments and therapeutic interventions ,Biotechnology - Abstract
Enabled by a plethora of new technologies, research in membrane transporters has exploded in the past decade. The goal of this state-of-the-art article is to describe recent advances in research on membrane transporters that are particularly relevant to drug discovery and development. This review covers advances in basic, translational, and clinical research that has led to an increased understanding of membrane transporters at all levels. At the basic level, we describe the available crystal structures of membrane transporters in both the solute carrier (SLC) and ATP binding cassette superfamilies, which has been enabled by the development of cryogenic electron microscopy methods. Next, we describe new research on lysosomal and mitochondrial transporters as well as recently deorphaned transporters in the SLC superfamily. The translational section includes a summary of proteomic research, which has led to a quantitative understanding of transporter levels in various cell types and tissues and new methods to modulate transporter function, such as allosteric modulators and targeted protein degraders of transporters. The section ends with a review of the effect of the gut microbiome on modulation of transporter function followed by a presentation of 3D cell cultures, which may enable in vivo predictions of transporter function. In the clinical section, we describe new genomic and pharmacogenomic research, highlighting important polymorphisms in transporters that are clinically relevant to many drugs. Finally, we describe new clinical tools, which are becoming increasingly available to enable precision medicine, with the application of tissue-derived small extracellular vesicles and real-world biomarkers.
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- 2022
24. Contributors
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Natalie Artzi, Sidi A. Bencherif, Rachel Berryman, Khushbu Bhatt, Aoife M. Brennan, Sue Anne Chew, Alexander M. Cryer, Serena Danti, Nicholas DePatie, Sashana Dixon, Loek J. Eggermont, Samantha C. Emery, Reilly Fankhauser, Kristin Huntoon, Vincent M. Isabella, Wen Jiang, Emily M. Jordan, Betty Y.S. Kim, Stephen J. Kron, Rajan P. Kulkarni, Amrendra Kumar, DaeYong Lee, Steve Seung-Young Lee, Ning Li, Olivia M. Lucero, Mario Milazzo, Miles A. Miller, Xuan Mu, Thomas S.C. Ng, Joanna Pagacz, Praseet Poduval, Jai Prakash, Matthew Schrier, Kai Shi, Amit Singh, Anna Sokolovska, Alice Tran, Malav Trivedi, Irene Uboldi, Anna E. Vilgelm, Kevin P. Weller, Yi-Chien Wu, and Yu Shrike Zhang
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- 2022
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25. Image-guided cancer immunotherapy
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Thomas Ng and Miles A. Miller
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Treatment response ,Noninvasive imaging ,medicine.medical_specialty ,Modalities ,business.industry ,medicine.medical_treatment ,Cancer ,Immunotherapy ,medicine.disease ,Cancer treatment ,Cancer immunotherapy ,medicine ,Medical physics ,In patient ,business - Abstract
Recent advances in cancer immunotherapies show promise for revolutionizing the oncologic treatment of both solid and hematologic malignancies. While progress has been made in understanding immunotherapy mechanisms of action in laboratory investigations and preclinical models, there remain significant gaps in knowledge of how therapies in this class operate in patients. A better understanding of the distribution and dynamic action of cancer immunotherapies in patients aims to support patient stratification, earlier evaluation of treatment response and toxicities, and integration with other cancer treatment modalities. Noninvasive imaging tools offer influential contributions to guide the evaluation of cancer immunotherapy for these purposes. In this chapter, we review clinically relevant imaging modalities that are being developed and used to evaluate cancer immunotherapy. Image-guided approaches to assess the innate and adaptive immune system, as well as adoptive cell therapies, will be described. Finally, image-guided interventional approaches to guide the directed delivery of immunotherapies will also be outlined.
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- 2022
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26. Confocal Imaging of Single-Cell Signaling in Orthotopic Models of Ovarian Cancer
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Dylan O. Matvey, Thomas S. C. Ng, and Miles A. Miller
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- 2021
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27. Confocal Imaging of Single-Cell Signaling in Orthotopic Models of Ovarian Cancer
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Dylan O, Matvey, Thomas S C, Ng, and Miles A, Miller
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Ovarian Neoplasms ,Mice ,Phosphatidylinositol 3-Kinases ,Cell Line, Tumor ,Animals ,Female ,Carcinoma, Ovarian Epithelial ,Signal Transduction - Abstract
Ovarian cancer (OVCA) is frequently detected at late stages of disease, often with dissemination throughout the peritoneal cavity surface, abdomen, and ascites fluid. Tumor signaling via mitogen-activated protein kinase (MAPK) and phosphoinositide 3-kinase (PI3K) pathways can promote OVCA progression and depend on local microenvironmental cues. To better study OVCA in situ within native tissue contexts, here we describe confocal microscopy techniques to image mouse models of intraperitoneal disease at a single-cell resolution. As a proof of principle demonstration, examples are highlighted for simultaneously imaging tumor vascularization, infiltrating and often immunosuppressive immune cells (tumor-associated macrophages), and OVCA kinase activity.
- Published
- 2021
28. Dual Immunostimulatory Pathway Agonism through a Synthetic Nanocarrier Triggers Robust Anti‐Tumor Immunity in Murine Glioblastoma
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Sophie Lugani, Elias A. Halabi, Juhyun Oh, Rainer H. Kohler, Hannah M. Peterson, Xandra O. Breakefield, E. Antonio A. Chiocca, Miles A. Miller, Christopher S. Garris, and Ralph Weissleder
- Subjects
Mechanics of Materials ,Mechanical Engineering ,General Materials Science - Abstract
Myeloid cells are abundant, create a highly immunosuppressive environment in glioblastoma (GBM), and thus contribute to poor immunotherapy responses. Based on the hypothesis that small molecules can be used to stimulate myeloid cells to elicit anti-tumor effector functions, a synthetic nanoparticle approach is developed to deliver dual NF-kB pathway-inducing agents into these cells via systemic administration. Synthetic, cyclodextrin-adjuvant nanoconstructs (CANDI) with high affinity for tumor-associated myeloid cells are dually loaded with a TLR7 and 8 (Toll-like receptor, 7 and 8) agonist (R848) and a cIAP (cellular inhibitor of apoptosis protein) inhibitor (LCL-161) to dually activate these myeloid cells. Here CANDI is shown to: i) readily enter the GBM tumor microenvironment (TME) and accumulate at high concentrations, ii) is taken up by tumor-associated myeloid cells, iii) potently synergize payloads compared to monotherapy, iv) activate myeloid cells, v) fosters a "hot" TME with high levels of T effector cells, and vi) controls the growth of murine GBM as mono- and combination therapies with anti-PD1. Multi-pathway targeted myeloid stimulation via the CANDI platform can efficiently drive anti-tumor immunity in GBM.
- Published
- 2022
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29. Probing immune infiltration dynamics in cancer by in vivo imaging
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Thomas S.C. Ng, Harris H. Allen, Mohammad Rashidian, and Miles A. Miller
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Neoplasms ,T-Lymphocytes ,Tumor Microenvironment ,Antigen-Presenting Cells ,Humans ,Immunotherapy ,Biochemistry ,Article ,Analytical Chemistry - Abstract
Cancer immunotherapies typically aim to stimulate the accumulation and activity of cytotoxic T-cells or pro-inflammatory antigen-presenting cells, reduce immunosuppressive myeloid cells or regulatory T-cells, or elicit some combination of effects thereof. Notwithstanding the encouraging results, immunotherapies such as PD-1/PD-L1-targeted immune checkpoint blockade act heterogeneously across individual patients. It remains challenging to predict and monitor individual responses, especially across multiple sites of metastasis or sites of potential toxicity. To address this need, in vivo imaging of both adaptive and innate immune cell populations has emerged as a tool to quantify spatial leukocyte accumulation in tumors non-invasively. Here we review recent progress in the translational development of probes for in vivo leukocyte imaging, focusing on complementary perspectives provided by imaging of T-cells, phagocytic macrophages, and their responses to therapy.
- Published
- 2021
30. Development of flow cytometry assays for measuring cell-membrane enzyme activity on individual cells
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Nikola L. Vujanovic, Laura P. Stabile, Toshie Yoneyama, Michael C. Gorry, Marcia L. Moss, Lazar Vujanovic, Miles A. Miller, James G. Herman, and Michelle A. Garlin
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Cell ,02 engineering and technology ,010501 environmental sciences ,7. Clean energy ,01 natural sciences ,Assays ,Flow cytometry ,Cell membrane ,medicine ,Single cell ,Enzyme activity ,ADAM10 ,0105 earth and related environmental sciences ,chemistry.chemical_classification ,Metalloproteinase ,biology ,medicine.diagnostic_test ,021001 nanoscience & nanotechnology ,Fluorescence ,Enzyme assay ,medicine.anatomical_structure ,Enzyme ,Förster resonance energy transfer ,Oncology ,Biochemistry ,chemistry ,biology.protein ,0210 nano-technology ,Research Paper - Abstract
Background: Cell-membrane expressing enzymes such as ADAM (a disintegrin and metalloproteinase) superfamily members are thought to be key catalysts of vital cellular functions. To directly measure these enzymes and determine their association with particular cells and functions, individual-cell membrane-bound enzyme activity assays are required, but unavailable. Methods: We developed two such assays, using a fluorescence resonance energy transfer (FRET) peptide substrate (FPS) and flow cytometry. One assay measured live-cell natural processing of FPS and binding of its fluorescent product onto individual-cell membrane-bound enzymes. The other assay measured processing of specifically-bound and glutaraldehyde-crosslinked FPS, and consequent generation of its coupled fluorescent product onto individual-cell membrane-bound enzymes. Results: Confocal-microscopy imaging indicated that proteolytic processing of FPS selectively occurred on and labeled cell membrane of individual cells. The new assays measured specific increases of cell-associated FPS fluorescent product in substrate-concentration-, temperature- and time-dependent manners. A large proportion of processed FPS fluorescent products remained cell-associated after cell washing, indicating their binding to cell-membrane expressing enzymes. The assays measured higher levels of cell-associated FPS fluorescent product on wild-type than ADAM10-knockout mouse fibroblasts and on human monocytes than lymphocytes, which correlated with ADAM10 presence and expression levels on cell membrane, respectively. Furthermore, the enzyme activity assays could be combined with fluorescent anti-ADAM10 antibody staining to co-label and more directly associate enzyme activity and ADAM10 protein levels on cell membrane of individual cells. Conclusions: We report on two novel assays for measuring cell-membrane anchored enzyme activity on individual cells, and their potential use to directly study specific biology of cell-surface-expressing proteases.
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- 2020
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31. Improving nanotherapy delivery and action through image-guided systems pharmacology
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Thomas Ng, Ralph Weissleder, Michelle A. Garlin, and Miles A. Miller
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Quantitative imaging ,Computer science ,Medicine (miscellaneous) ,Antineoplastic Agents ,Review ,02 engineering and technology ,Synergistic combination ,Theranostic Nanomedicine ,Intravital microscopy ,03 medical and health sciences ,Drug Delivery Systems ,Neoplasms ,Animals ,Humans ,Magnetic resonance imaging (MRI) ,Pharmacology, Toxicology and Pharmaceutics (miscellaneous) ,Enhanced permeability and retention effect (EPR effect) ,030304 developmental biology ,0303 health sciences ,Positron emission tomography / computed tomography (PET/CT) ,Pharmacokinetics / pharmacodynamics ,021001 nanoscience & nanotechnology ,3. Good health ,Nanomedicine ,Tumor microenvironment ,Nanoparticles ,0210 nano-technology ,Neuroscience ,Preclinical imaging ,Systems pharmacology - Abstract
Despite recent advances in the translation of therapeutic nanoparticles (TNPs) into the clinic, the field continues to face challenges in predictably and selectively delivering nanomaterials for the treatment of solid cancers. The concept of enhanced permeability and retention (EPR) has been coined as a convenient but simplistic descriptor of high TNP accumulation in some tumors. However, in practice EPR represents a number of physiological variables rather than a single one (including dysfunctional vasculature, compromised lymphatics and recruited host cells, among other aspects of the tumor microenvironment) — each of which can be highly heterogenous within a given tumor, patient and across patients. Therefore, a clear need exists to dissect the specific biophysical factors underlying the EPR effect, to formulate better TNP designs, and to identify patients with high-EPR tumors who are likely to respond to TNP. The overall pharmacology of TNP is governed by an interconnected set of spatially defined and dynamic processes that benefit from a systems-level quantitative approach, and insights into the physiology have profited from the marriage between in vivo imaging and quantitative systems pharmacology (QSP) methodologies. In this article, we review recent developments pertinent to image-guided systems pharmacology of nanomedicines in oncology. We first discuss recent developments of quantitative imaging technologies that enable analysis of nanomaterial pharmacology at multiple spatiotemporal scales, and then examine reports that have adopted these imaging technologies to guide QSP approaches. In particular, we focus on studies that have integrated multi-scale imaging with computational modeling to derive insights about the EPR effect, as well as studies that have used modeling to guide the manipulation of the EPR effect and other aspects of the tumor microenvironment for improving TNP action. We anticipate that the synergistic combination of imaging with systems-level computational methods for effective clinical translation of TNPs will only grow in relevance as technologies increase in resolution, multiplexing capability, and in the ability to examine heterogeneous behaviors at the single-cell level.
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- 2020
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32. Single‐Cell Intravital Microscopy of Trastuzumab Quantifies Heterogeneous in vivo Kinetics
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Miles A. Miller, Adel Attari, Ran Li, Ralph Weissleder, Mark Prytyskach, and Michelle A. Garlin
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0301 basic medicine ,Histology ,Intravital Microscopy ,Receptor, ErbB-2 ,medicine.drug_class ,Fc receptor ,Breast Neoplasms ,Tumor-associated macrophage ,Monoclonal antibody ,Article ,Pathology and Forensic Medicine ,03 medical and health sciences ,0302 clinical medicine ,In vivo ,Trastuzumab ,Cell Line, Tumor ,medicine ,Humans ,skin and connective tissue diseases ,biology ,Chemistry ,Antibodies, Monoclonal ,Cell Biology ,Kinetics ,030104 developmental biology ,030220 oncology & carcinogenesis ,Cancer cell ,Cancer research ,biology.protein ,Female ,Cytometry ,Intravital microscopy ,medicine.drug - Abstract
Cell-to-cell heterogeneity can substantially impact drug response, especially for monoclonal antibody (mAb) therapies that may exhibit variability in both delivery (pharmacokinetics) and action (pharmacodynamics) within solid tumors. However, it has traditionally been difficult to examine the kinetics of mAb delivery at a single-cell level and in a manner that enables controlled dissection of target-dependent and -independent behaviors. To address this issue, here we developed an in vivo confocal (intravital) microscopy approach to study single-cell mAb pharmacology in a mosaic xenograft comprising a mixture of cancer cells with variable expression of the receptor HER2. As a proof-of-principle, we applied this model to trastuzumab therapy, a HER2-targeted mAb widely used for treating breast and gastric cancer patients. Trastuzumab accumulated to a higher degree in HER2-over expressing tumor cells compared to HER2-low tumor cells (~5:1 ratio at 24 h after administration) but importantly, the majority actually accumulated in tumor-associated phagocytes. For example, 24 h after IV administration over 50% of tumoral trastuzumab was found in phagocytes whereas at 48 h it was >80%. Altogether, these results reveal the dynamics of how phagocytes influence mAb behavior in vivo, and demonstrate an application of intravital microscopy for quantitative single-cell measurement of mAb distribution and retention in tumors with heterogeneous target expression. © 2019 International Society for Advancement of Cytometry.
- Published
- 2019
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33. Genetic regulation of delta-aminolevulinate dehydratase during erythropoiesis.
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Terry Rogers Bishop, Miles W. Miller, Jennifer Beall, Leonard I. Zon, and Peter Dierks
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- 1996
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34. Fatal COVID-19 is Characterized by Distinct Vasculopathic Features and Increased Congestion of the Alveolar Capillary-Bed
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Caroline F. Hilburn, Emilio Madrigal, Robert B. Colvin, Ivy A. Rosales, Bailey Hutchison, Liana Bonnano, Angela R. Shih, Sarah E Turbett, Rex Neal Smith, Yijia Li, Yin P Hung, Michael S. Marshall, Cynthia K. Harris, Lida P. Hariri, Brent P. Little, Baris Boyraz, Lindsey R. Baden, Miles A. Miller, Soma Jobbagy, Ivan Chebib, Manuel Taso, Julian A. Villalba, Daniel S. Shepherd, Amy Ly, Eric S. Rosenberg, Alexis J. Aviles, T. Leif Helland, Michelle A. Garlin, Javier E. Mendez-Pena, Samantha N Champion, Ivan O. Rosas, John A. Branda, Keiko Kunitoki, Milagros P. Araujo-Medina, Jaimie L. Barth, James R. Stone, Virginia M. Pierce, Grant A. Elliot, and Mari Mino-Kenudson
- Subjects
Pathology ,medicine.medical_specialty ,Lung ,business.industry ,Autopsy ,LYME ,medicine.anatomical_structure ,Cohort ,Etiology ,Medicine ,Immunohistochemistry ,Histopathology ,business ,Diffuse alveolar damage - Abstract
Background: Clinical and radiologic studies investigating Coronavirus disease 2019 (COVID-19) indicate that a possible cause of severe hypoxia is marked ventilation-perfusion (VA/Q) mismatch. Published histopathology reports diffuse alveolar damage (DAD) in fatal COVID-19 is indistinguishable from other causes of DAD. We compared lung parenchymal and vascular alterations between COVID-19 and DAD of other etiologies using a multidimensional approach. Methods: This autopsy cohort consisted of consecutive COVID-19 patients (n=20) and patients with clinical acute respiratory distress syndrome and histologic DAD (n=21; non-COVID-19 viral and non-viral etiologies). Premortem chest CTs were evaluated for mosaic attenuation and vascular changes. Postmortem lung tissues were compared using histopathological, immunohistochemical, transcriptomics and computational analyses. Machine-learning-derived morphometric analysis of microvasculature was performed, with a random forest classifier quantifying vascular congestion (VSCong), in different microscopic compartments. Findings: On premortem CT, COVID-19 patients showed more mosaic attenuation (p
- Published
- 2021
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35. Subcellular Drug Depots as Reservoirs for Small-Molecule Drugs
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Miles A. Miller, Ran Li, and Ralph Weissleder
- Subjects
Drug ,Chemistry ,media_common.quotation_subject ,Pharmacology ,Small molecule ,media_common - Published
- 2021
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36. Variation in microparasite free-living survival and indirect transmission can modulate the intensity of emerging outbreaks
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C. Brandon Ogbunugafor, Victor A. Meszaros, Lourdes M. Gomez, Samuel V. Scarpino, Anarina L. Murillo, and Miles D. Miller-Dickson
- Subjects
0301 basic medicine ,Aerosols ,Empirical data ,Indirect Transmission ,Multidisciplinary ,SARS-CoV-2 ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Outbreak ,Ecological dynamics ,COVID-19 ,Biology ,Environment ,Models, Theoretical ,Article ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,Infectious disease (medical specialty) ,Waterborne Diseases ,030212 general & internal medicine ,Microparasite ,Environmental planning ,Noisy data ,Disease Reservoirs - Abstract
Variation in free-living microparasite survival can have a meaningful impact on the ecological dynamics of established and emerging infectious diseases. Nevertheless, resolving the importance of indirect and environmental transmission in the ecology of epidemics remains a persistent challenge. It requires accurately measuring the free-living survival of pathogens across reservoirs of various kinds and quantifying the extent to which interaction between hosts and reservoirs generates new infections. These questions are especially salient for emerging pathogens, where sparse and noisy data can obfuscate the relative contribution of different infection routes. In this study, we develop a mechanistic, mathematical model that permits both direct (host-to-host) and indirect (environmental) transmission and then fit this model to empirical data from 17 countries affected by an emerging virus (SARS-CoV-2). From an ecological perspective, our model highlights the potential for environmental transmission to drive complex, nonlinear dynamics during infectious disease outbreaks. Summarizing, we propose that fitting alternative models with indirect transmission to real outbreak data from SARS-CoV-2 can be useful, as it highlights that indirect mechanisms may play an underappreciated role in the dynamics of infectious diseases, with implications for public health.
- Published
- 2020
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37. In vivo microscopy reveals macrophage polarization locally promotes coherent microtubule dynamics in migrating cancer cells
- Author
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Douglas A. Lauffenburger, Stephanie W. Wang, Timothy J. Mitchison, Gaurav Luthria, Rainer H. Kohler, Mark Prytyskach, Miles A. Miller, Ran Li, and Ralph Weissleder
- Subjects
0301 basic medicine ,Cancer microenvironment ,Science ,Cell ,Macrophage polarization ,General Physics and Astronomy ,Mitosis ,Cellular imaging ,Microtubules ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Microtubule ,In vivo ,Cell Movement ,medicine ,Animals ,Humans ,lcsh:Science ,Tumor microenvironment ,Principal Component Analysis ,Multidisciplinary ,Chemistry ,Macrophages ,Cell Cycle ,General Chemistry ,Cell biology ,030104 developmental biology ,medicine.anatomical_structure ,RAW 264.7 Cells ,Cancer cell ,lcsh:Q ,Female ,Microtubule-Associated Proteins ,030217 neurology & neurosurgery ,Intravital microscopy - Abstract
Microtubules (MTs) mediate mitosis, directional signaling, and are therapeutic targets in cancer. Yet in vivo analysis of cancer cell MT behavior within the tumor microenvironment remains challenging. Here we developed an imaging pipeline using plus-end tip tracking and intravital microscopy to quantify MT dynamics in live xenograft tumor models. Among analyzed features, cancer cells in vivo displayed higher coherent orientation of MT dynamics along their cell major axes compared with 2D in vitro cultures, and distinct from 3D collagen gel cultures. This in vivo MT phenotype was reproduced in vitro when cells were co-cultured with IL4-polarized MΦ. MΦ depletion, MT disruption, targeted kinase inhibition, and altered MΦ polarization via IL10R blockade all reduced MT coherence and/or tumor cell elongation. We show that MT coherence is a defining feature for in vivo tumor cell dynamics and migration, modulated by local signaling from pro-tumor macrophages., The regulation of microtubule (MT) dynamics in cancer cells within the tumor microenvironment is less understood. Here, the authors develop an imaging platform to examine MT dynamics in live xenograft models and show that pro-tumor macrophages modulate MT coherence and alignment to promote cancer cell migration.
- Published
- 2020
38. The hedgehog pathway suppresses neuropathogenesis in CD4 T cell-driven inflammation
- Author
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Lara Cheslow, E. John Wherry, Molly E. Church, Richa Kapoor, M Andres Blanco, Jorge I. Alvarez, Miles C Miller, James Gesualdi, Mohamed S. Abdel-Hakeem, Naïl Benallegue, Alexis M. Crockett, Hania Kebir, and Cen Li
- Subjects
0301 basic medicine ,CD4-Positive T-Lymphocytes ,Encephalomyelitis, Autoimmune, Experimental ,medicine.medical_treatment ,Inflammation ,Biology ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Genetic model ,medicine ,Animals ,Humans ,Hedgehog Proteins ,Sonic hedgehog ,Hedgehog ,Neuroinflammation ,Experimental autoimmune encephalomyelitis ,Brain ,Original Articles ,medicine.disease ,Hedgehog signaling pathway ,3. Good health ,Cell biology ,030104 developmental biology ,Cytokine ,Spinal Cord ,biology.protein ,Neurology (clinical) ,medicine.symptom ,030215 immunology - Abstract
The concerted actions of the CNS and the immune system are essential to coordinating the outcome of neuroinflammatory responses. Yet, the precise mechanisms involved in this crosstalk and their contribution to the pathophysiology of neuroinflammatory diseases largely elude us. Here, we show that the CNS-endogenous hedgehog pathway, a signal triggered as part of the host response during the inflammatory phase of multiple sclerosis and experimental autoimmune encephalomyelitis, attenuates the pathogenicity of human and mouse effector CD4 T cells by regulating their production of inflammatory cytokines. Using a murine genetic model, in which the hedgehog signalling is compromised in CD4 T cells, we show that the hedgehog pathway acts on CD4 T cells to suppress the pathogenic hallmarks of autoimmune neuroinflammation, including demyelination and axonal damage, and thus mitigates the development of experimental autoimmune encephalomyelitis. Impairment of hedgehog signalling in CD4 T cells exacerbates brain-brainstem-cerebellum inflammation and leads to the development of atypical disease. Moreover, we present evidence that hedgehog signalling regulates the pathogenic profile of CD4 T cells by limiting their production of the inflammatory cytokines granulocyte-macrophage colony-stimulating factor and interferon-γ and by antagonizing their inflammatory program at the transcriptome level. Likewise, hedgehog signalling attenuates the inflammatory phenotype of human CD4 memory T cells. From a therapeutic point of view, our study underlines the potential of harnessing the hedgehog pathway to counteract ongoing excessive CNS inflammation, as systemic administration of a hedgehog agonist after disease onset effectively halts disease progression and significantly reduces neuroinflammation and the underlying neuropathology. We thus unveil a previously unrecognized role for the hedgehog pathway in regulating pathogenic inflammation within the CNS and propose to exploit its ability to modulate this neuroimmune network as a strategy to limit the progression of ongoing neuroinflammation.
- Published
- 2020
39. Variation in SARS-CoV-2 free-living survival and environmental transmission can modulate the intensity of emerging outbreaks
- Author
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Victor A. Meszaros, Anarina L. Murillo, C. Brandon Ogbunugafor, Samuel V. Scarpino, Lourdes M. Gomez, and Miles D. Miller-Dickson
- Subjects
Ecological epidemiology ,Indirect Transmission ,Transmission (medicine) ,Psychological intervention ,Outbreak ,Disease ,Biology ,Article ,Natural history ,Environmental health ,Pandemic ,Dynamical systems ,Infectious diseases ,Basic reproduction number - Abstract
Variation in free-living, microparasite survival can have a meaningful impact on the ecological dynamics of established and emerging infectious diseases. Nevertheless, resolving the importance of environmental transmission in the ecology of epidemics remains a persistent challenge, requires accurate measuring the free-living survival of pathogens across reservoirs of various kinds, and quantifying the extent to which interaction between hosts and reservoirs generates new infections. These questions are especially salient for emerging pathogens, where sparse and noisy data can obfuscate the relative contribution of different infection routes. In this study, we develop a mechanistic, mathematical model that permits both direct (host-to-host) and indirect (environmental) transmission and then fit this model to empirical data from 17 countries affected by an emerging virus (SARS-CoV-2). From an ecological perspective, our model highlights the potential for environmental transmission to drive complex, non-linear dynamics during infectious disease outbreaks. Summarizing, we propose that fitting such models with environmental transmission to real outbreak data from SARS-CoV-2 transmission highlights that variation in environmental transmission is an underappreciated aspect of the ecology of infectious disease, and an incomplete understanding of its role has consequences for public health interventions.
- Published
- 2020
40. Efficient blockade of locally reciprocated tumor-macrophage signaling using a TAM-avid nanotherapy
- Author
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Thomas Ng, Douglas A. Lauffenburger, Madeleine J. Oudin, Ralph Weissleder, Mark Prytyskach, Stephanie J. Wang, Ran Li, Rainer H. Kohler, Gaurav Luthria, and Miles A. Miller
- Subjects
0303 health sciences ,Cell type ,Multidisciplinary ,Stromal cell ,biology ,Kinase ,GAS6 ,fungi ,food and beverages ,SciAdv r-articles ,Life Sciences ,MERTK ,Receptor tyrosine kinase ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,030220 oncology & carcinogenesis ,Cancer research ,biology.protein ,Macrophage ,Research Articles ,Research Article ,Cancer ,030304 developmental biology - Abstract
Combining multicellular signaling profiles with in vivo imaging reveals how nanotherapy can block local resistance pathways., Interpreting how multicellular interactions in the tumor affect resistance pathways to BRAF and MEK1/2 MAPK inhibitors (MAPKi) remains a challenge. To investigate this, we profiled global ligand-receptor interactions among tumor and stromal/immune cells from biopsies of MAPK-driven disease. MAPKi increased tumor-associated macrophages (TAMs) in some patients, which correlated with poor clinical response, and MAPKi coamplified bidirectional tumor-TAM signaling via receptor tyrosine kinases (RTKs) including AXL, MERTK, and their ligand GAS6. In xenograft tumors, intravital microscopy simultaneously monitored in situ single-cell activities of multiple kinases downstream of RTKs, revealing MAPKi increased TAMs and enhanced bypass signaling in TAM-proximal tumor cells. As a proof-of-principle strategy to block this signaling, we developed a multi-RTK kinase inhibitor nanoformulation that accumulated in TAMs and delayed disease progression. Thus, bypass signaling can reciprocally amplify across nearby cell types, offering new opportunities for therapeutic design.
- Published
- 2020
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41. Meningeal B Cell Clusters Correlate with Submeningeal Pathology in a Natural Model of Multiple Sclerosis
- Author
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Molly E. Church, Charles H. Vite, Edward G. Stopa, Melissa D. Sánchez, Gary P. Swain, Guadalupe Ceja, Megan McGeehan, Charles-Antoine Assenmacher, Amit Bar-Or, Priscilla Farias, Jorge I. Alvarez, and Miles C Miller
- Subjects
Pathology ,medicine.medical_specialty ,B-Lymphocytes ,business.industry ,Multiple sclerosis ,Immunology ,Meninges ,Germinal center ,Multiple Sclerosis, Chronic Progressive ,medicine.disease ,Article ,Disease Models, Animal ,medicine.anatomical_structure ,Dogs ,Reticular cell ,Demyelinating disease ,Immunology and Allergy ,Medicine ,Animals ,CXCL13 ,business ,B cell ,Neuroinflammation - Abstract
Multiple sclerosis (MS) is an idiopathic demyelinating disease in which meningeal inflammation correlates with accelerated disease progression. The study of meningeal inflammation in MS has been limited because of constrained access to MS brain/spinal cord specimens and the lack of experimental models recapitulating progressive MS. Unlike induced models, a spontaneously occurring model would offer a unique opportunity to understand MS immunopathogenesis and provide a compelling framework for translational research. We propose granulomatous meningoencephalomyelitis (GME) as a natural model to study neuropathological aspects of MS. GME is an idiopathic, progressive neuroinflammatory disease of young dogs with a female bias. In the GME cases examined in this study, the meninges displayed focal and disseminated leptomeningeal enhancement on magnetic resonance imaging, which correlated with heavy leptomeningeal lymphocytic infiltration. These leptomeningeal infiltrates resembled tertiary lymphoid organs containing large B cell clusters that included few proliferating Ki67+ cells, plasma cells, follicular dendritic/reticular cells, and germinal center B cell–like cells. These B cell collections were confined in a specialized network of collagen fibers associated with the expression of the lympho-organogenic chemokines CXCL13 and CCL21. Although neuroparenchymal perivascular infiltrates contained B cells, they lacked the immune signature of aggregates in the meningeal compartment. Finally, meningeal B cell accumulation correlated significantly with cortical demyelination reflecting neuropathological similarities to MS. Hence, during chronic neuroinflammation, the meningeal microenvironment sustains B cell accumulation that is accompanied by underlying neuroparenchymal injury, indicating GME as a novel, naturally occurring model to study compartmentalized neuroinflammation and the associated pathology thought to contribute to progressive MS.
- Published
- 2020
42. Comparative transcriptomics of choroid plexus in Alzheimer’s disease, frontotemporal dementia and Huntington’s disease: implications for CSF homeostasis
- Author
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Alexei A. Podtelezhnikov, Conrad E. Johanson, Luiz M Camargo, Andrew Baird, John E. Donahue, David J. Stone, Gerald D. Silverberg, Eva M. Finney, Brian P. Eliceiri, Miles C. Miller, Lisan Parker, Elena Nikonova, Edward G. Stopa, Tara Torabi, Keith Q. Tanis, and Ajay Verma
- Subjects
Male ,0301 basic medicine ,Cadherin-mediated adhesion ,CSF homocysteine ,Gene Expression ,lcsh:RC346-429 ,Transcriptome ,0302 clinical medicine ,Gene expression ,Homeostasis ,Choroid plexus transcriptome ,Aged, 80 and over ,Neurodegeneration ,General Medicine ,Middle Aged ,Huntington Disease ,Neurology ,Frontotemporal Dementia ,Female ,Choroid plexus ,Choroid plexus methionine ,Frontotemporal dementia ,Adult ,LRP-1 ,Peroxisome-proliferator-activated receptor (PPAR) ,Biology ,Janus kinase/signal transducers and activators of transcription (JAK-STAT) ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Huntington's disease ,Alzheimer Disease ,medicine ,Humans ,Dementia ,Mechanistic target of rapamycin (mTOR) ,PI3K/AKT/mTOR pathway ,lcsh:Neurology. Diseases of the nervous system ,Aged ,Research ,Neuroimmune CSF regulation ,Microarray Analysis ,medicine.disease ,Blood–CSF barrier inflammatome ,030104 developmental biology ,Choroid Plexus ,Cancer research ,Vascular endothelial growth factor ,030217 neurology & neurosurgery - Abstract
Background In Alzheimer’s disease, there are striking changes in CSF composition that relate to altered choroid plexus (CP) function. Studying CP tissue gene expression at the blood–cerebrospinal fluid barrier could provide further insight into the epithelial and stromal responses to neurodegenerative disease states. Methods Transcriptome-wide Affymetrix microarrays were used to determine disease-related changes in gene expression in human CP. RNA from post-mortem samples of the entire lateral ventricular choroid plexus was extracted from 6 healthy controls (Ctrl), 7 patients with advanced (Braak and Braak stage III–VI) Alzheimer’s disease (AD), 4 with frontotemporal dementia (FTD) and 3 with Huntington’s disease (HuD). Statistics and agglomerative clustering were accomplished with MathWorks, MatLab; and gene set annotations by comparing input sets to GeneGo (http://www.genego.com) and Ingenuity (http://www.ingenuity.com) pathway sets. Bonferroni-corrected hypergeometric p-values of
- Published
- 2018
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43. ADAM10 Sheddase Activity is a Potential Lung-Cancer Biomarker
- Author
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Linda G. Griffith, Michael C. Gorry, Miles A. Miller, Nikola L. Vujanovic, Autumn Gaither-Davis, Marcia L. Moss, Lazar Vujanovic, Yan Lin, James G. Herman, Andrea Sobo-Vujanovic, Douglas A. Lauffenburger, Laura P. Stabile, Toshie Yoneyama, Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Miller, Miles Aaron, Griffith, Linda G, and Lauffenburger, Douglas A
- Subjects
0301 basic medicine ,Sheddase activity ,ADAM10 ,Cell ,Tumor tissue ,03 medical and health sciences ,0302 clinical medicine ,Lysate ,Blood exosomes ,Medicine ,Lung cancer ,ADAM17 ,Cancer biomarker ,business.industry ,Cancer ,Sheddase ,Fluorogenic peptide substrate ,medicine.disease ,Microvesicles ,3. Good health ,030104 developmental biology ,medicine.anatomical_structure ,Oncology ,Proteolytic activity matrix analysis ,030220 oncology & carcinogenesis ,Cancer research ,Biomarker (medicine) ,Cancer biomarkers ,business ,Research Paper - Abstract
Background: Increases in expression of ADAM10 and ADAM17 genes and proteins are inconsistently found in cancer lesions, and are not validated as clinically useful biomarkers. The enzyme-specific proteolytic activities, which are solely mediated by the active mature enzymes, directly reflect enzyme cellular functions and might be superior biomarkers than the enzyme gene or protein expressions, which comprise the inactive proenzymes and active and inactivated mature enzymes. Methods: Using a recent modification of the proteolytic activity matrix analysis (PrAMA) measuring specific enzyme activities in cell and tissue lysates, we examined the specific sheddase activities of ADAM10 (ADAM10sa) and ADAM17 (ADAM17sa) in human non-small cell lung-carcinoma (NSCLC) cell lines, patient primary tumors and blood exosomes, and the noncancerous counterparts. Results: NSCLC cell lines and patient tumors and exosomes consistently showed significant increases of ADAM10sa relative to their normal, inflammatory and/or benign-tumor controls. Additionally, stage IA-IIB NSCLC primary tumors of patients who died of the disease exhibited greater increases of ADAM10sa than those of patients who survived 5 years following diagnosis and surgery. In contrast, NSCLC cell lines and patient tumors and exosomes did not display increases of ADAM17sa. Conclusions: This study is the first to investigate enzyme-specific proteolytic activities as potential cancer biomarkers. It provides a proof-of-concept that ADAM10sa could be a biomarker for NSCLC early detection and outcome prediction. To ascertain that ADAM10sa is a useful cancer biomarker, further robust clinical validation studies are needed., National Institutes of Health (U.S.) (R01 CA96504)
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- 2018
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44. Cell–cell communication networks in tissue: Toward quantitatively linking structure with function
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Miles A. Miller, Gaurav Luthria, and Douglas A. Lauffenburger
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Structure (mathematical logic) ,0303 health sciences ,Cell signaling ,Tumor microenvironment ,Computational model ,Computer science ,Tissue imaging ,Applied Mathematics ,Cell ,Computational biology ,Article ,General Biochemistry, Genetics and Molecular Biology ,Computer Science Applications ,03 medical and health sciences ,0302 clinical medicine ,medicine.anatomical_structure ,Modeling and Simulation ,Drug Discovery ,medicine ,030217 neurology & neurosurgery ,Function (biology) ,030304 developmental biology - Abstract
Forefront techniques for molecular interrogation of mammalian tissues, such as multiplexed tissue imaging, intravital microscopy, and single-cell RNA sequencing (scRNAseq), can combine to quantify cell-type abundance, co-localization, and global levels of receptors and their ligands. Nonetheless, it remains challenging to translate these various quantities into a more comprehensive understanding of how cell-cell communication networks dynamically operate. Therefore, construction of computational models for network-level functions — including niche-dependent actions, homeostasis, and multi-scale coordination — will be valuable for productively integrating the battery of experimental approaches. Here, we review recent progress in understanding cell-cell communication networks in tissue. Featured examples include ligand-receptor dissection of immunosuppressive and mitogenic signaling in the tumor microenvironment. As a future direction, we highlight an unmet potential to bridge high-level statistical approaches with low-level physicochemical mechanisms.
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- 2021
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45. Aging alters mRNA expression of amyloid transporter genes at the blood-brain barrier
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Gerald D. Silverberg, Arthur Messier, Miles C. Miller, Doreen P. Osgood, and Liliana Gonzalez
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Male ,0301 basic medicine ,Aging ,medicine.medical_specialty ,Transcription, Genetic ,Amyloid ,Receptor expression ,Receptor for Advanced Glycation End Products ,Gene Expression ,Biology ,Blood–brain barrier ,Article ,RAGE (receptor) ,03 medical and health sciences ,0302 clinical medicine ,Alzheimer Disease ,Internal medicine ,medicine ,Animals ,ATP Binding Cassette Transporter, Subfamily B, Member 1 ,RNA, Messenger ,Receptor ,Messenger RNA ,Amyloid beta-Peptides ,General Neuroscience ,Transporter ,Rats, Inbred F344 ,Protein Transport ,030104 developmental biology ,medicine.anatomical_structure ,Endocrinology ,Blood-Brain Barrier ,Neurology (clinical) ,Geriatrics and Gerontology ,Low Density Lipoprotein Receptor-Related Protein-1 ,030217 neurology & neurosurgery ,Homeostasis ,Developmental Biology - Abstract
Decreased clearance of potentially toxic metabolites, due to aging changes, likely plays a significant role in the accumulation of amyloid-beta (Aβ) peptides and other macromolecules in the brain of the elderly and in the patients with Alzheimer's disease (AD). Aging is the single most important risk factor for AD development. Aβ transport receptor proteins expressed at the blood-brain barrier are significantly altered with age: the efflux transporters lipoprotein receptor-related protein 1 and P-glycoprotein are reduced, whereas the influx transporter receptor for advanced glycation end products is increased. These receptors play an important role in maintaining brain biochemical homeostasis. We now report that, in a rat model of aging, gene transcription is altered in aging, as measured by Aβ receptor gene messenger RNA (mRNA) at 3, 6, 9, 12, 15, 20, 30, and 36 months. Gene mRNA expression from isolated cerebral microvessels was measured by quantitative polymerase chain reaction. Lipoprotein receptor-related protein 1 and P-glycoprotein mRNA were significantly reduced in aging, and receptor for advanced glycation end products was increased, in parallel with the changes seen in receptor protein expression. Transcriptional changes appear to play a role in aging alterations in blood-brain barrier receptor expression and Aβ accumulation.
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- 2017
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46. Nano-palladium is a cellular catalyst for in vivo chemistry
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Rainer H. Kohler, Hannes Mikula, Bjorn Askevold, Miles A. Miller, David Pirovich, and Ralph Weissleder
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inorganic chemicals ,Drug Compounding ,Science ,Mice, Nude ,General Physics and Astronomy ,chemistry.chemical_element ,Nanotechnology ,010402 general chemistry ,01 natural sciences ,Article ,Catalysis ,General Biochemistry, Genetics and Molecular Biology ,Polyethylene Glycols ,Mice ,chemistry.chemical_compound ,In vivo ,Cell Line, Tumor ,Neoplasms ,Animals ,Humans ,Prodrugs ,Cell Proliferation ,Mice, Inbred BALB C ,Multidisciplinary ,010405 organic chemistry ,Chemistry ,General Chemistry ,Prodrug ,Combinatorial chemistry ,0104 chemical sciences ,3. Good health ,Mice, Inbred C57BL ,Biocatalysis ,Drug delivery ,Lactates ,Nanoparticles ,Female ,Organic synthesis ,Palladium ,Phosphine - Abstract
Palladium catalysts have been widely adopted for organic synthesis and diverse industrial applications given their efficacy and safety, yet their biological in vivo use has been limited to date. Here we show that nanoencapsulated palladium is an effective means to target and treat disease through in vivo catalysis. Palladium nanoparticles (Pd-NPs) were created by screening different Pd compounds and then encapsulating bis[tri(2-furyl)phosphine]palladium(II) dichloride in a biocompatible poly(lactic-co-glycolic acid)-b-polyethyleneglycol platform. Using mouse models of cancer, the NPs efficiently accumulated in tumours, where the Pd-NP activated different model prodrugs. Longitudinal studies confirmed that prodrug activation by Pd-NP inhibits tumour growth, extends survival in tumour-bearing mice and mitigates toxicity compared to standard doxorubicin formulations. Thus, here we demonstrate safe and efficacious in vivo catalytic activity of a Pd compound in mammals., Palladium (Pd) is a well-known catalyst in organic chemistry but its use in nanomedicine is limited. Here, the authors design a Pd nanoparticle that triggers the activation of an antitumour prodrug in vivo, which shows efficacy and improves toxicity compared to traditional solvent- and nanoparticle-drug formulations.
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- 2017
47. Cell shape, and not 2D migration, predicts ECM-driven 3D cell invasion in breast cancer
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Andrew Wishart, Miles A. Miller, Yifan Peng, Baskaran Jp, Munoz G, Madeleine J. Oudin, Subbiah N, Lenore J. Cowen, Weldy A, Justinne Guarin, and Kotlik M
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0303 health sciences ,Cell ,Cancer ,Cell migration ,Biology ,Proteomics ,medicine.disease ,Metastasis ,Cell biology ,Extracellular matrix ,03 medical and health sciences ,0302 clinical medicine ,medicine.anatomical_structure ,Cell culture ,030220 oncology & carcinogenesis ,medicine ,Cell adhesion ,030304 developmental biology - Abstract
Metastasis, the leading cause of death in cancer patients, requires the invasion of tumor cells through the stroma in response to migratory cues, such as those provided by the extracellular matrix (ECM). Recent advances in proteomics have led to the identification of hundreds of ECM proteins which are more abundant in tumors relative to healthy tissue. Our goal was to develop a pipeline to easily predict which of these ECM proteins is more likely to have an effect on cancer invasion and metastasis. We evaluated the effect of 4 ECM proteins upregulated in breast tumor tissue in multiple human breast cancer cell lines in 3 assays. We found there was no linear relationship between the 11 cell shape parameters we quantified when cells adhere to ECM proteins and 2D cell migration speed, persistence or 3D invasion. We then used classifiers and partial-least squares regression analysis to identify which metrics best predicted ECM-driven 2D migration and 3D invasion responses. ECM-driven 2D cell migration speed or persistence did not correlate with or predict 3D invasion in response to that same cue. However, cell adhesion, and in particular cell elongation and irregularity accurately predicted the magnitude of ECM-driven 2D migration and 3D invasion in all cell lines. Testing predictions revealed that our models are good at predicting the effect of novel ECM proteins within a given cell line, but that ECM responses are cell-line specific. Overall, our studies identify the cell morphological features that determine 3D invasion responses to individual ECM proteins. This platform will help provide insight into the functional role of ECM proteins abundant tumor tissue and help prioritize strategies for targeting tumor-ECM interactions to treat metastasis.FundingThis work was supported by the National Institutes of Health [R00-CA207866-04 to M.J.O.]; Tufts University [Start-up funds from the School of Engineering to M.J.O.] and funds from NSF REU to A.W.Conflict-of-interest: None.Insight BoxMetastasis, the dissemination of tumor cells, is driven by the interaction of invading tumor cells with their local environment, in particular with the ECM, which provides structure and support to our tissues. This study presents an integrated approach to predict the effect of individual ECM proteins on 3D invasion and metastasis based on simple adhesion assays which quantify cell shape. Machine learning classification and partial-least squares regression models reveal that ECM-driven 2D cell migration metrics are not predictive of 3D invasion, and that cell shape of cells adhered to ECM can predict that protein’s effect on 3D invasion. These data provide a pipeline for predicting the effect of ECM proteins on breast cancer cell invasion and metastasis.
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- 2020
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48. Direct transmission via households informs models of disease and intervention dynamics in cholera
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C. Brandon Ogbunugafor, Victor A. Meszaros, Salvador Almagro-Moreno, Miles D. Miller-Dickson, and Francis Baffour-Awuah
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0301 basic medicine ,Bacterial Diseases ,Epidemiology ,Psychological intervention ,Disease ,Disease Outbreaks ,0302 clinical medicine ,Cholera ,Antibiotics ,Medicine and Health Sciences ,030212 general & internal medicine ,Family Characteristics ,Vaccines ,Multidisciplinary ,Transmission (medicine) ,Antimicrobials ,Vaccination ,Drugs ,Infectious Disease Epidemiology ,Pollution ,Geography ,Infectious Diseases ,Medicine ,Research Article ,Neglected Tropical Diseases ,medicine.medical_specialty ,Infectious Disease Control ,Death Rates ,Science ,Microbiology ,03 medical and health sciences ,Population Metrics ,Environmental health ,Microbial Control ,medicine ,Humans ,Computer Simulation ,Disease Dynamics ,Pharmacology ,Population Biology ,Immunization Programs ,Public health ,Ecology and Environmental Sciences ,Water Pollution ,Outbreak ,Biology and Life Sciences ,Cholera Vaccines ,Models, Theoretical ,medicine.disease ,Tropical Diseases ,030104 developmental biology ,Cholera vaccine - Abstract
While several basic properties of cholera outbreaks are common to most settings-the pathophysiology of the disease, the waterborne nature of transmission, and others-recent findings suggest that transmission within households may play a larger role in cholera outbreaks than previously appreciated. Important features of cholera outbreaks have long been effectively modeled with mathematical and computational approaches, but little is known about how variation in direct transmission via households may influence epidemic dynamics. In this study, we construct a mathematical model of cholera that incorporates transmission within and between households. We observe that variation in the magnitude of household transmission changes multiple features of disease dynamics, including the severity and duration of outbreaks. Strikingly, we observe that household transmission influences the effectiveness of possible public health interventions (e.g. water treatment, antibiotics, vaccines). We find that vaccine interventions are more effective than water treatment or antibiotic administration when direct household transmission is present. Summarizing, we position these results within the landscape of existing models of cholera, and speculate on its implications for epidemiology and public health.
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- 2019
49. Ontogeny of inter-alpha inhibitor protein (IAIP) expression in human brain
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Miles C. Miller, Boram Kim, Ray H. Chen, Aparna Patra, Suzanne M. de la Monte, Barbara S. Stonestreet, Yow-Pin Lim, Virginia Hovanesian, Edward G. Stopa, Xiaodi Chen, and Mehmet Halit Pinar
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0301 basic medicine ,Adult ,Male ,Aging ,Endogeny ,Gestational Age ,Biology ,Neuroprotection ,Article ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Fetus ,Alpha-Globulins ,medicine ,Humans ,Aged ,Aged, 80 and over ,Neurons ,Glial fibrillary acidic protein ,Brain ,Infant ,Human brain ,Middle Aged ,Cell biology ,Neurofilament Light Polypeptide ,030104 developmental biology ,medicine.anatomical_structure ,Cerebral cortex ,Astrocytes ,biology.protein ,Immunohistochemistry ,Female ,030217 neurology & neurosurgery - Abstract
Inter-alpha Inhibitor proteins (IAIPs) are naturally occurring immunomodulatory molecules found in most tissues. We have reported ontogenic changes in the expression of IAIPs in brain during development in sheep and abundant expression of IAIPs in fetal and neonatal rodent brain in a variety cellular types and brain regions. Although a few studies identified bikunin, light chain of IAIPs, in adult human brain, the presence of the complete endogenous IAIP protein complex has not been reported in human brain. In this study, we examined the immunohistochemical expression of endogenous IAIPs in human cerebral cortex from early in development through the neonatal period and in adults using well-preserved postmortem brains. We examined total, nuclear and cytoplasmic staining of endogenous IAIPs and their expression in neurofilament light polypeptide (NFL) positive neurons and glial fibrillary acidic protein (GFAP) positive astrocytes. IAIPs were ubiquitously detected for the first time in cerebral cortical cells at 24–26, 27–28, 29–36 and 37–40 weeks of gestation and in adults. Quantitative analyses revealed that IAIPs were predominately localized in the nucleus in all age groups, but cytoplasmic IAIP expression was more abundant in adults than in the younger ages. Immunoreactivity of IAIPs was expressed in neurons and astrocytes in all age groups. In addition, IAIP co-localization with GFAP-positive astrocytes was more abundant in adults than in the developing brain. We conclude that IAIPs exhibit ubiquitous expression, and co-localize with neurons and astrocytes in the developing and adult human brain suggesting a potential role for IAIPs in development and endogenous neuroprotection.
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- 2019
50. Development and Application of the Metalloprotease Activity Multiplexed Bead-Based Immunoassay (MAMBI)
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Julie Y. Ramseier, Evan L. Chiswick, Linda G. Griffith, Miles A. Miller, Kodihalli C. Ravindra, Keith B. Isaacson, Douglas A. Lauffenburger, Caroline C. Ahrens, and Massachusetts Institute of Technology. Department of Biological Engineering
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Adult ,Cell signaling ,Quantitative proteomics ,Cell ,Cell Culture Techniques ,Drug Evaluation, Preclinical ,Endogeny ,Matrix metalloproteinase ,Matrix Metalloproteinase Inhibitors ,Biochemistry ,Extracellular matrix ,03 medical and health sciences ,Cell Line, Tumor ,medicine ,Humans ,Receptor ,Immunoassay ,0303 health sciences ,Chemistry ,030302 biochemistry & molecular biology ,Uterus ,Middle Aged ,Matrix Metalloproteinases ,Recombinant Proteins ,Cell biology ,High-Throughput Screening Assays ,medicine.anatomical_structure ,Cell culture ,Female - Abstract
Metalloproteinases (MMPs) are zinc-dependent endopeptidases that cleave various proteins to regulate normal and diseased cellular functions, and as such, they play significant roles in human tissue development, homeostasis, and the pathogenesis of many diseases, including cancers, endometriosis, arthritis, etc. Most MMPs are produced as zymogenic latent enzymes that must be cleaved to activate their catalytic regions, and localized endogenous protein inhibitors further regulate activity. Accordingly, they operate within recursive networks to degrade extracellular matrix proteins and regulate cell signaling by cleaving growth factors and receptors at the cell surface and in the local pericellular environment. Thus, high-resolution information about the concentrations of specific active MMPs, revealing their intricate regulatory networks, may improve disease diagnosis and treatment. Here, we introduce a new and readily mastered method for measuring MMP activities in a multiplex fashion. We integrate aspects of activity-based enzyme labeling with commercial high-throughput, multiplexed protein quantification to yield the metalloproteinase activity multiplexed bead-based immunoassay (MAMBI). Assays of recombinant active MMP-1, -2, -3, -7, -8, -9, -12, and -13 establish the sensitivity and selectivity of MAMBI detection. Levels of active native MMPs are similarly characterized in conditioned cell culture medium, menstrual effluent, and uterine tissue. In a single MAMBI (5 μL), we achieve sensitivities equal to those from leading single-plex MMP activity detection strategies (e.g., 10-15 M for MMP-1). We also demonstrate high-throughput inhibitor screening via the MAMBI approach in complex, patient-derived samples., National Institutes of Health (Grant R01 EB010246)
- Published
- 2019
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